|
--- |
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task_categories: |
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- graph-ml |
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size_categories: |
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- 1M<n<10M |
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tags: |
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- lrgb |
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license: cc-by-4.0 |
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--- |
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|
|
# `coco_superpixels_edge_wt_region_boundary_30` |
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### Dataset Summary |
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|
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| Dataset | Domain | Task | Node Feat. (dim) | Edge Feat. (dim) | Perf. Metric | |
|
|---|---|---|---|---|---| |
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| COCO-SP | Computer Vision | Node Prediction | Pixel + Coord (14) | Edge Weight (1 or 2) | macro F1 | |
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|
|
| Dataset | # Graphs | # Nodes | μ Nodes | μ Deg. | # Edges | μ Edges | μ Short. Path | μ Diameter |
|
|---|---:|---:|---:|:---:|---:|---:|---:|---:| |
|
| COCO-SP | 123,286 | 58,793,216 | 476.88 | 5.65 | 332,091,902 | 2,693.67 | 10.66±0.55 | 27.39±2.14 | |
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## Additional Information |
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### Dataset Curators |
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|
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* Vijay Prakash Dwivedi ([vijaydwivedi75](https://github.com/vijaydwivedi75)) |
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### Citation Information |
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|
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``` |
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@article{dwivedi2022LRGB, |
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title={Long Range Graph Benchmark}, |
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author={Dwivedi, Vijay Prakash and Rampášek, Ladislav and Galkin, Mikhail and Parviz, Ali and Wolf, Guy and Luu, Anh Tuan and Beaini, Dominique}, |
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journal={arXiv:2206.08164}, |
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year={2022} |
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} |
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``` |
